{"id":"W4389735445","doi":"10.23736/s2784-8477.23.02076-4","title":"Pulmonary rehabilitation in interstitial lung disease","year":2023,"lang":"en","type":"article","venue":"Minerva Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pulmonary rehabilitation; Rehabilitation; Medicine; Interstitial lung disease; Telerehabilitation; Intensive care medicine; Quality of life (healthcare); Physical therapy; Physical medicine and rehabilitation; Lung; Health care; Nursing; Telemedicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007093262,0.0005548923,0.001308413,0.001584552,0.0002866487,0.001014814,0.0005143625,0.001079116,0.005027038],"category_scores_gemma":[0.002130848,0.0001402456,0.001146132,0.001039965,0.0003383861,0.0007903844,0.0006356109,0.001049249,0.000706023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146436,"about_ca_system_score_gemma":0.001286206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102329,"about_ca_topic_score_gemma":0.002422698,"domain_scores_codex":[0.9993319,0.0002123568,0.000169969,0.0000813884,0.0001505502,0.00005371919],"domain_scores_gemma":[0.9991197,0.0006008897,0.0001383618,0.00001465479,0.00009178566,0.00003450182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001567504,0.00008500463,0.0005736606,0.07502654,0.000381013,0.0002596207,0.0000932135,0.0002295346,0.0005764213,0.001706353,0.01676151,0.9041503],"study_design_scores_gemma":[0.0002284477,0.0007657649,0.01552156,0.1174954,0.001990005,0.007141967,0.000307339,0.0003547748,0.000727786,0.003939742,0.8514645,0.00006270257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001789103,0.9986411,0.00007287792,0.000271156,0.0002040204,0.000008318782,0.00001614939,0.000003294234,0.0006042722],"genre_scores_gemma":[0.003806351,0.9944824,0.0002440024,0.000512532,0.0005136215,0.0000221507,0.00004879039,0.000001334128,0.0003687112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005027038,"threshold_uncertainty_score":0.01681709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349719970163384,"score_gpt":0.3150159696167382,"score_spread":0.2915187699151044,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}